Nameexact_genome_1512568488_45_7123_1
Workunit2606810
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:27 UTC
Report deadline19 Dec 2017, 7:20:34 UTC
Received8 Dec 2017, 16:49:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time5 hours 57 min 44 sec
CPU time5 hours 56 min 40 sec
Validate stateValid
Credit2,826.41
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.00 MB
Peak swap size159.46 MB
Peak disk usage2.71 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
768.31079 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 194.7038879395s, input_fired_time: 1.8980318308, output_fired_time: 1.7106053829, propagate_forward_time: 74.0587158203, propagate_backward_time: 113.4013595581, weight_update_time: 0.2294337153, other_time: 3.6351852417
epoch time: 15.7336044312s, input_fired_time: 0.2411616743, output_fired_time: 0.0000000000, propagate_forward_time: 14.8624448776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6299982071
validation[          , genome  7123] predictions:    9758/  10000 (97.58%), best:    9777/10000 (97.77%), error:       859.77295, best error:       768.31079 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 195.8012237549s, input_fired_time: 1.9116722345, output_fired_time: 1.6957645416, propagate_forward_time: 74.4153289795, propagate_backward_time: 114.0579223633, weight_update_time: 0.2330237180, other_time: 3.7205352783
epoch time: 15.6955947876s, input_fired_time: 0.2400824875, output_fired_time: 0.0000000000, propagate_forward_time: 14.8320894241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6234226227
validation[          , genome  7123] predictions:    9760/  10000 (97.60%), best:    9777/10000 (97.77%), error:       769.03418, best error:       768.31079 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 193.8878936768s, input_fired_time: 1.8917974234, output_fired_time: 1.6742954254, propagate_forward_time: 73.6160354614, propagate_backward_time: 113.0475082397, weight_update_time: 0.2323193401, other_time: 3.6582489014
epoch time: 15.4388370514s, input_fired_time: 0.2321244478, output_fired_time: 0.0000000000, propagate_forward_time: 14.5932712555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6134414673
validation[          , genome  7123] predictions:    9739/  10000 (97.39%), best:    9777/10000 (97.77%), error:       847.25165, best error:       768.31079 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 194.8162231445s, input_fired_time: 1.9065750837, output_fired_time: 1.6760104895, propagate_forward_time: 74.1367492676, propagate_backward_time: 113.4429397583, weight_update_time: 0.2295304239, other_time: 3.6539535522
epoch time: 16.0328578949s, input_fired_time: 0.2414329648, output_fired_time: 0.0000000000, propagate_forward_time: 15.1410999298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6503248215
validation[          , genome  7123] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       824.40692, best error:       768.31079 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 194.0245819092s, input_fired_time: 1.8922394514, output_fired_time: 1.6855020523, propagate_forward_time: 73.7052459717, propagate_backward_time: 113.0459671021, weight_update_time: 0.2289881557, other_time: 3.6956253052
epoch time: 15.6014270782s, input_fired_time: 0.2402217984, output_fired_time: 0.0000000000, propagate_forward_time: 14.7287282944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324768066
validation[          , genome  7123] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       763.18872, best error:       763.18872 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 194.6459045410s, input_fired_time: 1.9177117348, output_fired_time: 1.6900626421, propagate_forward_time: 74.0101394653, propagate_backward_time: 113.3843460083, weight_update_time: 0.2280732691, other_time: 3.6436462402
epoch time: 15.8944988251s, input_fired_time: 0.2373289168, output_fired_time: 0.0000000000, propagate_forward_time: 15.0276842117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6294860840
validation[          , genome  7123] predictions:    9776/  10000 (97.76%), best:    9775/10000 (97.75%), error:       781.60492, best error:       763.18872 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 193.1943054199s, input_fired_time: 1.9033964872, output_fired_time: 1.6686725616, propagate_forward_time: 73.3273086548, propagate_backward_time: 112.5911331177, weight_update_time: 0.2361298054, other_time: 3.7037963867
epoch time: 15.7901659012s, input_fired_time: 0.2535050511, output_fired_time: 0.0000000000, propagate_forward_time: 14.8998146057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6368465424
validation[          , genome  7123] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       757.76257, best error:       757.76257 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 195.0161437988s, input_fired_time: 1.9145133495, output_fired_time: 1.6837006807, propagate_forward_time: 73.9556503296, propagate_backward_time: 113.8125762939, weight_update_time: 0.2303908318, other_time: 3.6496963501
epoch time: 15.6716270447s, input_fired_time: 0.2364678979, output_fired_time: 0.0000000000, propagate_forward_time: 14.8100872040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6250715256
validation[          , genome  7123] predictions:    9715/  10000 (97.15%), best:    9777/10000 (97.77%), error:       861.26038, best error:       757.76257 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 195.2063293457s, input_fired_time: 1.9285651445, output_fired_time: 1.6857782602, propagate_forward_time: 74.2888336182, propagate_backward_time: 113.6210098267, weight_update_time: 0.2329886407, other_time: 3.6821517944
epoch time: 15.6083621979s, input_fired_time: 0.2367711663, output_fired_time: 0.0000000000, propagate_forward_time: 14.7349262238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6366643906
validation[          , genome  7123] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       693.80408, best error:       693.80408 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 194.8580780029s, input_fired_time: 1.9113022089, output_fired_time: 1.6729780436, propagate_forward_time: 73.8879852295, propagate_backward_time: 113.7093811035, weight_update_time: 0.2348039150, other_time: 3.6764373779
epoch time: 16.1088256836s, input_fired_time: 0.2542349398, output_fired_time: 0.0000000000, propagate_forward_time: 15.1932477951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6613426208
validation[          , genome  7123] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       676.47205, best error:       676.47205 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 193.9205322266s, input_fired_time: 1.9012992382, output_fired_time: 1.6977428198, propagate_forward_time: 73.7197341919, propagate_backward_time: 112.9315872192, weight_update_time: 0.2414572090, other_time: 3.6701660156
epoch time: 15.7701053619s, input_fired_time: 0.2377827913, output_fired_time: 0.0000000000, propagate_forward_time: 14.9089908600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6233320236
validation[          , genome  7123] predictions:    9787/  10000 (97.87%), best:    9782/10000 (97.82%), error:       700.04028, best error:       676.47205 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 194.8795166016s, input_fired_time: 1.9097690582, output_fired_time: 1.6674486399, propagate_forward_time: 74.0876693726, propagate_backward_time: 113.5693664551, weight_update_time: 0.2279069424, other_time: 3.6452560425
epoch time: 15.7806015015s, input_fired_time: 0.2467429340, output_fired_time: 0.0000000000, propagate_forward_time: 14.9090929031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247653961
validation[          , genome  7123] predictions:    9791/  10000 (97.91%), best:    9782/10000 (97.82%), error:       739.97418, best error:       676.47205 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 194.6824951172s, input_fired_time: 1.9037967920, output_fired_time: 1.6905736923, propagate_forward_time: 73.9251022339, propagate_backward_time: 113.4442520142, weight_update_time: 0.2404401004, other_time: 3.7187805176
epoch time: 15.6100883484s, input_fired_time: 0.2403856814, output_fired_time: 0.0000000000, propagate_forward_time: 14.7476844788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6220178604
validation[          , genome  7123] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       781.74078, best error:       676.47205 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 194.8470458984s, input_fired_time: 1.9045071602, output_fired_time: 1.7106695175, propagate_forward_time: 74.0285873413, propagate_backward_time: 113.5015716553, weight_update_time: 0.2276645899, other_time: 3.7017135620
epoch time: 15.7015676498s, input_fired_time: 0.2364564985, output_fired_time: 0.0000000000, propagate_forward_time: 14.8389816284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6261291504
validation[          , genome  7123] predictions:    9779/  10000 (97.79%), best:    9782/10000 (97.82%), error:       769.12561, best error:       676.47205 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 194.9550628662s, input_fired_time: 1.9067137241, output_fired_time: 1.6962231398, propagate_forward_time: 74.0237274170, propagate_backward_time: 113.6450195313, weight_update_time: 0.2317718863, other_time: 3.6833801270
epoch time: 15.5879764557s, input_fired_time: 0.2509687245, output_fired_time: 0.0000000000, propagate_forward_time: 14.7006826401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6363248825
validation[          , genome  7123] predictions:    9757/  10000 (97.57%), best:    9782/10000 (97.82%), error:       791.45673, best error:       676.47205 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 194.4739990234s, input_fired_time: 1.9380803108, output_fired_time: 1.6827383041, propagate_forward_time: 73.9228363037, propagate_backward_time: 113.1862487793, weight_update_time: 0.2371757179, other_time: 3.7440948486
epoch time: 15.7253131866s, input_fired_time: 0.2419640422, output_fired_time: 0.0000000000, propagate_forward_time: 14.8408384323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6425104141
validation[          , genome  7123] predictions:    9747/  10000 (97.47%), best:    9782/10000 (97.82%), error:       827.68542, best error:       676.47205 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 195.0077972412s, input_fired_time: 1.9195358753, output_fired_time: 1.6935691833, propagate_forward_time: 73.9201736450, propagate_backward_time: 113.7900238037, weight_update_time: 0.2316390872, other_time: 3.6844863892
epoch time: 15.8236026764s, input_fired_time: 0.2431617230, output_fired_time: 0.0000000000, propagate_forward_time: 14.9402618408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6401786804
validation[          , genome  7123] predictions:    9726/  10000 (97.26%), best:    9782/10000 (97.82%), error:       910.95618, best error:       676.47205 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 194.3372039795s, input_fired_time: 1.9164705276, output_fired_time: 1.6786214113, propagate_forward_time: 73.9020690918, propagate_backward_time: 113.1995010376, weight_update_time: 0.2272514105, other_time: 3.6405410767
epoch time: 15.6435985565s, input_fired_time: 0.2355533391, output_fired_time: 0.0000000000, propagate_forward_time: 14.7951135635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6129312515
validation[          , genome  7123] predictions:    9789/  10000 (97.89%), best:    9782/10000 (97.82%), error:       769.04468, best error:       676.47205 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 197.9223632813s, input_fired_time: 1.9185116291, output_fired_time: 1.7031189203, propagate_forward_time: 75.3383941650, propagate_backward_time: 115.3012313843, weight_update_time: 0.2311936766, other_time: 3.6610946655
epoch time: 15.6958255768s, input_fired_time: 0.2447765917, output_fired_time: 0.0000000000, propagate_forward_time: 14.8298244476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212244034
validation[          , genome  7123] predictions:    9780/  10000 (97.80%), best:    9782/10000 (97.82%), error:       729.92053, best error:       676.47205 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 194.8947601318s, input_fired_time: 1.9094164371, output_fired_time: 1.7014847994, propagate_forward_time: 73.8922500610, propagate_backward_time: 113.6995315552, weight_update_time: 0.2289322168, other_time: 3.6920623779
epoch time: 15.5911245346s, input_fired_time: 0.2381659895, output_fired_time: 0.0000000000, propagate_forward_time: 14.7377328873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152257919
validation[          , genome  7123] predictions:    9707/  10000 (97.07%), best:    9782/10000 (97.82%), error:       901.71008, best error:       676.47205 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 194.7612609863s, input_fired_time: 1.8868252039, output_fired_time: 1.6870934963, propagate_forward_time: 74.0664749146, propagate_backward_time: 113.5162887573, weight_update_time: 0.2307153940, other_time: 3.6045837402
epoch time: 15.5930452347s, input_fired_time: 0.2415564954, output_fired_time: 0.0000000000, propagate_forward_time: 14.7237138748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277751923
validation[          , genome  7123] predictions:    9733/  10000 (97.33%), best:    9782/10000 (97.82%), error:       889.42249, best error:       676.47205 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 197.0036315918s, input_fired_time: 1.9332224131, output_fired_time: 1.7214988470, propagate_forward_time: 74.9284362793, propagate_backward_time: 114.7088241577, weight_update_time: 0.2403884232, other_time: 3.7116470337
epoch time: 15.6678705215s, input_fired_time: 0.2429885417, output_fired_time: 0.0000000000, propagate_forward_time: 14.7961864471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286954880
validation[          , genome  7123] predictions:    9733/  10000 (97.33%), best:    9782/10000 (97.82%), error:       872.76709, best error:       676.47205 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 195.9562225342s, input_fired_time: 1.9164940119, output_fired_time: 1.6855913401, propagate_forward_time: 74.3247985840, propagate_backward_time: 114.4063873291, weight_update_time: 0.2271677554, other_time: 3.6229553223
epoch time: 15.6252632141s, input_fired_time: 0.2506152987, output_fired_time: 0.0000000000, propagate_forward_time: 14.7419023514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327457428
validation[          , genome  7123] predictions:    9772/  10000 (97.72%), best:    9782/10000 (97.82%), error:       780.77704, best error:       676.47205 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 194.3362121582s, input_fired_time: 1.8762576580, output_fired_time: 1.6823986769, propagate_forward_time: 73.9296798706, propagate_backward_time: 113.2339096069, weight_update_time: 0.2266828567, other_time: 3.6139678955
epoch time: 15.9890031815s, input_fired_time: 0.2545723617, output_fired_time: 0.0000000000, propagate_forward_time: 15.0714769363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6629543304
validation[          , genome  7123] predictions:    9792/  10000 (97.92%), best:    9782/10000 (97.82%), error:       686.62048, best error:       676.47205 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 194.5345458984s, input_fired_time: 1.9259271622, output_fired_time: 1.6853443384, propagate_forward_time: 73.9276199341, propagate_backward_time: 113.2622451782, weight_update_time: 0.2315719575, other_time: 3.7333984375
epoch time: 15.6169090271s, input_fired_time: 0.2393575162, output_fired_time: 0.0000000000, propagate_forward_time: 14.7526187897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249322891
validation[          , genome  7123] predictions:    9770/  10000 (97.70%), best:    9782/10000 (97.82%), error:       768.42804, best error:       676.47205 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 194.5235290527s, input_fired_time: 1.9075840712, output_fired_time: 1.6918580532, propagate_forward_time: 73.7960052490, propagate_backward_time: 113.4564590454, weight_update_time: 0.2378007770, other_time: 3.6716232300
epoch time: 15.7378149033s, input_fired_time: 0.2467595488, output_fired_time: 0.0000000000, propagate_forward_time: 14.8625965118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6284589767
validation[          , genome  7123] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       770.92072, best error:       676.47205 on epoch:    24, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 194.8685455322s, input_fired_time: 1.8977674246, output_fired_time: 1.6849126816, propagate_forward_time: 73.9963989258, propagate_backward_time: 113.6857681274, weight_update_time: 0.2346548438, other_time: 3.6037063599
epoch time: 16.3730316162s, input_fired_time: 0.2425004095, output_fired_time: 0.0000000000, propagate_forward_time: 15.4647302628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6658010483
validation[          , genome  7123] predictions:    9805/  10000 (98.05%), best:    9782/10000 (97.82%), error:       695.28864, best error:       676.47205 on epoch:    24, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 194.3067474365s, input_fired_time: 1.9158638716, output_fired_time: 1.6784300804, propagate_forward_time: 73.6838226318, propagate_backward_time: 113.3444366455, weight_update_time: 0.2302459776, other_time: 3.6841888428
epoch time: 15.7594842911s, input_fired_time: 0.2543863952, output_fired_time: 0.0000000000, propagate_forward_time: 14.8894643784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156339645
validation[          , genome  7123] predictions:    9734/  10000 (97.34%), best:    9782/10000 (97.82%), error:       872.75623, best error:       676.47205 on epoch:    24, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 195.6209106445s, input_fired_time: 1.9166306257, output_fired_time: 1.7083153725, propagate_forward_time: 74.3136596680, propagate_backward_time: 113.9926071167, weight_update_time: 0.2295636237, other_time: 3.6897048950
epoch time: 15.5862226486s, input_fired_time: 0.2459028512, output_fired_time: 0.0000000000, propagate_forward_time: 14.7132902145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6270294189
validation[          , genome  7123] predictions:    9794/  10000 (97.94%), best:    9782/10000 (97.82%), error:       688.85510, best error:       676.47205 on epoch:    24, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 196.3921661377s, input_fired_time: 1.9518592358, output_fired_time: 1.6963064671, propagate_forward_time: 74.5792388916, propagate_backward_time: 114.4042510986, weight_update_time: 0.2384160310, other_time: 3.7605133057
epoch time: 15.4673585892s, input_fired_time: 0.2402869612, output_fired_time: 0.0000000000, propagate_forward_time: 14.5919017792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6351699829
validation[          , genome  7123] predictions:    9760/  10000 (97.60%), best:    9782/10000 (97.82%), error:       745.37872, best error:       676.47205 on epoch:    24, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 194.8297119141s, input_fired_time: 1.9142463207, output_fired_time: 1.6857678890, propagate_forward_time: 74.1118698120, propagate_backward_time: 113.4639511108, weight_update_time: 0.2353212088, other_time: 3.6538848877
epoch time: 15.4382619858s, input_fired_time: 0.2399252653, output_fired_time: 0.0000000000, propagate_forward_time: 14.5797395706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6185970306
validation[          , genome  7123] predictions:    9781/  10000 (97.81%), best:    9782/10000 (97.82%), error:       728.59583, best error:       676.47205 on epoch:    24, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 194.4695739746s, input_fired_time: 1.9229199886, output_fired_time: 1.6728261709, propagate_forward_time: 73.8729400635, propagate_backward_time: 113.3333206177, weight_update_time: 0.2299036980, other_time: 3.6675796509
epoch time: 15.7980880737s, input_fired_time: 0.2395017147, output_fired_time: 0.0000000000, propagate_forward_time: 14.9323596954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6262264252
validation[          , genome  7123] predictions:    9793/  10000 (97.93%), best:    9782/10000 (97.82%), error:       721.43799, best error:       676.47205 on epoch:    24, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 197.8518524170s, input_fired_time: 1.9442547560, output_fired_time: 1.7079420090, propagate_forward_time: 75.2825393677, propagate_backward_time: 115.2461166382, weight_update_time: 0.2260566056, other_time: 3.6709899902
epoch time: 15.6239252090s, input_fired_time: 0.2454940230, output_fired_time: 0.0000000000, propagate_forward_time: 14.7380142212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6404170990
validation[          , genome  7123] predictions:    9774/  10000 (97.74%), best:    9782/10000 (97.82%), error:       809.47833, best error:       676.47205 on epoch:    24, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 194.5758819580s, input_fired_time: 1.9044519663, output_fired_time: 1.6820132732, propagate_forward_time: 73.7942810059, propagate_backward_time: 113.5517120361, weight_update_time: 0.2283476889, other_time: 3.6434326172
epoch time: 15.7752552032s, input_fired_time: 0.2425839007, output_fired_time: 0.0000000000, propagate_forward_time: 14.8992815018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6333894730
validation[          , genome  7123] predictions:    9751/  10000 (97.51%), best:    9782/10000 (97.82%), error:       745.96783, best error:       676.47205 on epoch:    24, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 194.2134704590s, input_fired_time: 1.9135144949, output_fired_time: 1.6783565283, propagate_forward_time: 73.7246322632, propagate_backward_time: 113.2297058105, weight_update_time: 0.2296233475, other_time: 3.6672592163
epoch time: 15.5917129517s, input_fired_time: 0.2414711267, output_fired_time: 0.0000000000, propagate_forward_time: 14.7101173401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6401243210
validation[          , genome  7123] predictions:    9826/  10000 (98.26%), best:    9826/10000 (98.26%), error:       632.69110, best error:       632.69110 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 196.2367858887s, input_fired_time: 1.9396877289, output_fired_time: 1.6887631416, propagate_forward_time: 74.7987976074, propagate_backward_time: 114.1096115112, weight_update_time: 0.2331764549, other_time: 3.6999282837
epoch time: 15.7836408615s, input_fired_time: 0.2448270023, output_fired_time: 0.0000000000, propagate_forward_time: 14.8977613449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6410522461
validation[          , genome  7123] predictions:    9800/  10000 (98.00%), best:    9826/10000 (98.26%), error:       689.92267, best error:       632.69110 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 195.1339263916s, input_fired_time: 1.9138027430, output_fired_time: 1.6850035191, propagate_forward_time: 73.9695129395, propagate_backward_time: 113.8948745728, weight_update_time: 0.2320249677, other_time: 3.6707382202
epoch time: 15.6850566864s, input_fired_time: 0.2415304184, output_fired_time: 0.0000000000, propagate_forward_time: 14.8222808838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212453842
validation[          , genome  7123] predictions:    9783/  10000 (97.83%), best:    9826/10000 (98.26%), error:       766.18774, best error:       632.69110 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 194.5872955322s, input_fired_time: 1.9060616493, output_fired_time: 1.6830189228, propagate_forward_time: 73.9465942383, propagate_backward_time: 113.3964080811, weight_update_time: 0.2271867990, other_time: 3.6552124023
epoch time: 16.0183238983s, input_fired_time: 0.2412964255, output_fired_time: 0.0000000000, propagate_forward_time: 15.1479310989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6290960312
validation[          , genome  7123] predictions:    9817/  10000 (98.17%), best:    9826/10000 (98.26%), error:       650.56854, best error:       632.69110 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 196.1379089355s, input_fired_time: 1.9418591261, output_fired_time: 1.7128444910, propagate_forward_time: 74.4701309204, propagate_backward_time: 114.2942352295, weight_update_time: 0.2337631583, other_time: 3.7188339233
epoch time: 15.5745306015s, input_fired_time: 0.2542378902, output_fired_time: 0.0000000000, propagate_forward_time: 14.6948661804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6254262924
validation[          , genome  7123] predictions:    9810/  10000 (98.10%), best:    9826/10000 (98.26%), error:       655.68854, best error:       632.69110 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 194.7003936768s, input_fired_time: 1.9162093401, output_fired_time: 1.6763083935, propagate_forward_time: 73.8056106567, propagate_backward_time: 113.6753082275, weight_update_time: 0.2300177515, other_time: 3.6269454956
epoch time: 15.7496519089s, input_fired_time: 0.2404305786, output_fired_time: 0.0000000000, propagate_forward_time: 14.8829393387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6262817383
validation[          , genome  7123] predictions:    9809/  10000 (98.09%), best:    9826/10000 (98.26%), error:       673.51062, best error:       632.69110 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 195.5399932861s, input_fired_time: 1.9165019989, output_fired_time: 1.6796288490, propagate_forward_time: 74.5258407593, propagate_backward_time: 113.7779846191, weight_update_time: 0.2368273139, other_time: 3.6400375366
epoch time: 16.0612449646s, input_fired_time: 0.2456836402, output_fired_time: 0.0000000000, propagate_forward_time: 15.1659622192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6495990753
validation[          , genome  7123] predictions:    9821/  10000 (98.21%), best:    9826/10000 (98.26%), error:       680.45496, best error:       632.69110 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 195.5350494385s, input_fired_time: 1.9243906736, output_fired_time: 1.6963783503, propagate_forward_time: 74.3069763184, propagate_backward_time: 113.9440155029, weight_update_time: 0.2316431850, other_time: 3.6632843018
epoch time: 15.6145429611s, input_fired_time: 0.2385321856, output_fired_time: 0.0000000000, propagate_forward_time: 14.7584934235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6175174713
validation[          , genome  7123] predictions:    9800/  10000 (98.00%), best:    9826/10000 (98.26%), error:       700.86194, best error:       632.69110 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 195.5422973633s, input_fired_time: 1.8888437748, output_fired_time: 1.6842908859, propagate_forward_time: 74.2430648804, propagate_backward_time: 114.1259155273, weight_update_time: 0.2247499526, other_time: 3.6001815796
epoch time: 15.7519912720s, input_fired_time: 0.2421095073, output_fired_time: 0.0000000000, propagate_forward_time: 14.8738517761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6360301971
validation[          , genome  7123] predictions:    9793/  10000 (97.93%), best:    9826/10000 (98.26%), error:       674.15796, best error:       632.69110 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 195.2466888428s, input_fired_time: 1.9251430035, output_fired_time: 1.6889829636, propagate_forward_time: 74.2768325806, propagate_backward_time: 113.7367324829, weight_update_time: 0.2376738191, other_time: 3.6190032959
epoch time: 15.9138984680s, input_fired_time: 0.2409695089, output_fired_time: 0.0000000000, propagate_forward_time: 15.0222444534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6506843567
validation[          , genome  7123] predictions:    9750/  10000 (97.50%), best:    9826/10000 (98.26%), error:       856.86694, best error:       632.69110 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 195.8129577637s, input_fired_time: 1.9239706993, output_fired_time: 1.6876089573, propagate_forward_time: 74.2527160645, propagate_backward_time: 114.2576675415, weight_update_time: 0.2332822680, other_time: 3.6910018921
epoch time: 15.6863203049s, input_fired_time: 0.2434662580, output_fired_time: 0.0000000000, propagate_forward_time: 14.8162479401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266059875
validation[          , genome  7123] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       618.73761, best error:       618.73761 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 194.4638061523s, input_fired_time: 1.9304066896, output_fired_time: 1.6822392941, propagate_forward_time: 73.7809143066, propagate_backward_time: 113.4075088501, weight_update_time: 0.2307857573, other_time: 3.6627426147
epoch time: 15.6889514923s, input_fired_time: 0.2470490038, output_fired_time: 0.0000000000, propagate_forward_time: 14.8050870895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6368150711
validation[          , genome  7123] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       657.43896, best error:       618.73761 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 194.8835601807s, input_fired_time: 1.9417930841, output_fired_time: 1.6914904118, propagate_forward_time: 73.9765396118, propagate_backward_time: 113.5258636475, weight_update_time: 0.2314876020, other_time: 3.7478713989
epoch time: 15.6105556488s, input_fired_time: 0.2473891377, output_fired_time: 0.0000000000, propagate_forward_time: 14.7281007767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6350660324
validation[          , genome  7123] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       690.39075, best error:       618.73761 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 194.6603851318s, input_fired_time: 1.9486130476, output_fired_time: 1.6927939653, propagate_forward_time: 73.9348144531, propagate_backward_time: 113.3873062134, weight_update_time: 0.2321358770, other_time: 3.6968612671
epoch time: 15.6033115387s, input_fired_time: 0.2468070984, output_fired_time: 0.0000000000, propagate_forward_time: 14.7282714844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6282329559
validation[          , genome  7123] predictions:    9809/  10000 (98.09%), best:    9818/10000 (98.18%), error:       735.37091, best error:       618.73761 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 194.5626831055s, input_fired_time: 1.9415585995, output_fired_time: 1.6890498400, propagate_forward_time: 73.8871994019, propagate_backward_time: 113.3619537354, weight_update_time: 0.2355737835, other_time: 3.6829147339
epoch time: 15.5701084137s, input_fired_time: 0.2431329787, output_fired_time: 0.0000000000, propagate_forward_time: 14.6997690201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6272068024
validation[          , genome  7123] predictions:    9817/  10000 (98.17%), best:    9818/10000 (98.18%), error:       652.58887, best error:       618.73761 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 197.3482513428s, input_fired_time: 1.9395310879, output_fired_time: 1.7250120640, propagate_forward_time: 74.8965148926, propagate_backward_time: 115.0958633423, weight_update_time: 0.2271125317, other_time: 3.6913375854
epoch time: 15.4429855347s, input_fired_time: 0.2448190153, output_fired_time: 0.0000000000, propagate_forward_time: 14.5705156326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6276512146
validation[          , genome  7123] predictions:    9815/  10000 (98.15%), best:    9818/10000 (98.18%), error:       676.50378, best error:       618.73761 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 194.1652679443s, input_fired_time: 1.9378014803, output_fired_time: 1.6863849163, propagate_forward_time: 73.8177642822, propagate_backward_time: 113.0378799438, weight_update_time: 0.2316170186, other_time: 3.6854324341
epoch time: 15.6125526428s, input_fired_time: 0.2488821000, output_fired_time: 0.0000000000, propagate_forward_time: 14.7054433823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6582269669
validation[          , genome  7123] predictions:    9798/  10000 (97.98%), best:    9818/10000 (98.18%), error:       690.57434, best error:       618.73761 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 193.6065826416s, input_fired_time: 1.9294995070, output_fired_time: 1.6665693521, propagate_forward_time: 73.5966415405, propagate_backward_time: 112.7329559326, weight_update_time: 0.2367357165, other_time: 3.6809158325
epoch time: 15.6294727325s, input_fired_time: 0.2454630584, output_fired_time: 0.0000000000, propagate_forward_time: 14.7521867752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318225861
validation[          , genome  7123] predictions:    9762/  10000 (97.62%), best:    9818/10000 (98.18%), error:       799.97485, best error:       618.73761 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 197.5939788818s, input_fired_time: 1.9445903301, output_fired_time: 1.7014514208, propagate_forward_time: 74.9682922363, propagate_backward_time: 115.3050460815, weight_update_time: 0.2380297631, other_time: 3.6745986938
epoch time: 15.8508443832s, input_fired_time: 0.2457862943, output_fired_time: 0.0000000000, propagate_forward_time: 14.9700565338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6350011826
validation[          , genome  7123] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       670.84540, best error:       618.73761 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 194.8976898193s, input_fired_time: 1.9176990986, output_fired_time: 1.7004694939, propagate_forward_time: 73.9737167358, propagate_backward_time: 113.6526336670, weight_update_time: 0.2279364020, other_time: 3.6531753540
epoch time: 15.5944042206s, input_fired_time: 0.2475518137, output_fired_time: 0.0000000000, propagate_forward_time: 14.7137222290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6331300735
validation[          , genome  7123] predictions:    9791/  10000 (97.91%), best:    9818/10000 (98.18%), error:       694.91724, best error:       618.73761 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 195.8193664551s, input_fired_time: 1.9171994925, output_fired_time: 1.6989115477, propagate_forward_time: 74.4054183960, propagate_backward_time: 114.2005538940, weight_update_time: 0.2332243770, other_time: 3.5972747803
epoch time: 15.5344285965s, input_fired_time: 0.2477496117, output_fired_time: 0.0000000000, propagate_forward_time: 14.6516208649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6350584030
validation[          , genome  7123] predictions:    9799/  10000 (97.99%), best:    9818/10000 (98.18%), error:       718.54095, best error:       618.73761 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 198.3148956299s, input_fired_time: 1.9582731724, output_fired_time: 1.7144804001, propagate_forward_time: 75.1959915161, propagate_backward_time: 115.7430114746, weight_update_time: 0.2469782829, other_time: 3.7031478882
epoch time: 15.5743865967s, input_fired_time: 0.2475202382, output_fired_time: 0.0000000000, propagate_forward_time: 14.6961135864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6307525635
validation[          , genome  7123] predictions:    9742/  10000 (97.42%), best:    9818/10000 (98.18%), error:       896.32819, best error:       618.73761 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 194.9369354248s, input_fired_time: 1.9258351326, output_fired_time: 1.6871094704, propagate_forward_time: 74.0641479492, propagate_backward_time: 113.5661315918, weight_update_time: 0.2287499309, other_time: 3.6937103271
epoch time: 15.6455202103s, input_fired_time: 0.2477454990, output_fired_time: 0.0000000000, propagate_forward_time: 14.7690134048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6287612915
validation[          , genome  7123] predictions:    9788/  10000 (97.88%), best:    9818/10000 (98.18%), error:       712.53809, best error:       618.73761 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 194.7389221191s, input_fired_time: 1.9562822580, output_fired_time: 1.6954741478, propagate_forward_time: 73.9177246094, propagate_backward_time: 113.4901199341, weight_update_time: 0.2380483299, other_time: 3.6793136597
epoch time: 15.7080440521s, input_fired_time: 0.2513160706, output_fired_time: 0.0000000000, propagate_forward_time: 14.8004579544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6562700272
validation[          , genome  7123] predictions:    9796/  10000 (97.96%), best:    9818/10000 (98.18%), error:       680.56940, best error:       618.73761 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 194.7250213623s, input_fired_time: 1.9537259340, output_fired_time: 1.6808910370, propagate_forward_time: 73.9659957886, propagate_backward_time: 113.4483337402, weight_update_time: 0.2311466932, other_time: 3.6760787964
epoch time: 15.5627326965s, input_fired_time: 0.2416773885, output_fired_time: 0.0000000000, propagate_forward_time: 14.7066364288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6144189835
validation[          , genome  7123] predictions:    9767/  10000 (97.67%), best:    9818/10000 (98.18%), error:       781.64966, best error:       618.73761 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 193.7931518555s, input_fired_time: 1.9415431023, output_fired_time: 1.6700643301, propagate_forward_time: 73.5481948853, propagate_backward_time: 112.9352188110, weight_update_time: 0.2301771790, other_time: 3.6981353760
epoch time: 15.7562398911s, input_fired_time: 0.2430768311, output_fired_time: 0.0000000000, propagate_forward_time: 14.8799457550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6332168579
validation[          , genome  7123] predictions:    9795/  10000 (97.95%), best:    9818/10000 (98.18%), error:       696.87897, best error:       618.73761 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 195.3605957031s, input_fired_time: 1.9282841682, output_fired_time: 1.6947276592, propagate_forward_time: 74.2141799927, propagate_backward_time: 113.8236160278, weight_update_time: 0.2305615395, other_time: 3.6997833252
epoch time: 15.9738445282s, input_fired_time: 0.2533304095, output_fired_time: 0.0000000000, propagate_forward_time: 15.0526371002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6678771973
validation[          , genome  7123] predictions:    9800/  10000 (98.00%), best:    9818/10000 (98.18%), error:       734.94818, best error:       618.73761 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 194.2034301758s, input_fired_time: 1.9361367226, output_fired_time: 1.6684235334, propagate_forward_time: 73.6437530518, propagate_backward_time: 113.2510986328, weight_update_time: 0.2335970998, other_time: 3.7040100098
epoch time: 15.6403732300s, input_fired_time: 0.2507530153, output_fired_time: 0.0000000000, propagate_forward_time: 14.7608451843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6287746429
validation[          , genome  7123] predictions:    9788/  10000 (97.88%), best:    9818/10000 (98.18%), error:       744.97662, best error:       618.73761 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 194.9572143555s, input_fired_time: 1.9501696825, output_fired_time: 1.6884151697, propagate_forward_time: 74.0882263184, propagate_backward_time: 113.5731735229, weight_update_time: 0.2288588583, other_time: 3.6572341919
epoch time: 15.8302221298s, input_fired_time: 0.2545889020, output_fired_time: 0.0000000000, propagate_forward_time: 14.9253654480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6502676010
validation[          , genome  7123] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       698.30127, best error:       618.73761 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 196.7032318115s, input_fired_time: 1.9412710667, output_fired_time: 1.6769390106, propagate_forward_time: 74.7994766235, propagate_backward_time: 114.5846862793, weight_update_time: 0.2414411008, other_time: 3.7008590698
epoch time: 15.8121871948s, input_fired_time: 0.2537645102, output_fired_time: 0.0000000000, propagate_forward_time: 14.9303064346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281166077
validation[          , genome  7123] predictions:    9810/  10000 (98.10%), best:    9818/10000 (98.18%), error:       703.62994, best error:       618.73761 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 195.2901458740s, input_fired_time: 1.9497096539, output_fired_time: 1.7234735489, propagate_forward_time: 74.1522140503, propagate_backward_time: 113.8315200806, weight_update_time: 0.2292260975, other_time: 3.6332244873
epoch time: 15.5888452530s, input_fired_time: 0.2501013577, output_fired_time: 0.0000000000, propagate_forward_time: 14.7076110840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311330795
validation[          , genome  7123] predictions:    9800/  10000 (98.00%), best:    9818/10000 (98.18%), error:       668.41724, best error:       618.73761 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 195.0136566162s, input_fired_time: 1.9287700653, output_fired_time: 1.6763136387, propagate_forward_time: 74.0848693848, propagate_backward_time: 113.6672439575, weight_update_time: 0.2285915315, other_time: 3.6564559937
epoch time: 15.7850570679s, input_fired_time: 0.2460821122, output_fired_time: 0.0000000000, propagate_forward_time: 14.9167041779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222705841
validation[          , genome  7123] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       638.32196, best error:       618.73761 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 193.3621063232s, input_fired_time: 1.9418287277, output_fired_time: 1.6726378202, propagate_forward_time: 73.1853713989, propagate_backward_time: 112.7672348022, weight_update_time: 0.2306286395, other_time: 3.7950286865
epoch time: 15.6086082458s, input_fired_time: 0.2470121086, output_fired_time: 0.0000000000, propagate_forward_time: 14.7341499329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6274461746
validation[          , genome  7123] predictions:    9814/  10000 (98.14%), best:    9818/10000 (98.18%), error:       660.33716, best error:       618.73761 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 195.3585968018s, input_fired_time: 1.9489263296, output_fired_time: 1.6951805353, propagate_forward_time: 74.1530609131, propagate_backward_time: 113.8884353638, weight_update_time: 0.2297980785, other_time: 3.6729965210
epoch time: 15.7512664795s, input_fired_time: 0.2533887625, output_fired_time: 0.0000000000, propagate_forward_time: 14.8603057861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6375722885
validation[          , genome  7123] predictions:    9787/  10000 (97.87%), best:    9818/10000 (98.18%), error:       764.52026, best error:       618.73761 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 195.1835784912s, input_fired_time: 1.9671547413, output_fired_time: 1.6763375998, propagate_forward_time: 74.3081054688, propagate_backward_time: 113.6230468750, weight_update_time: 0.2265522629, other_time: 3.6089477539
epoch time: 15.6289787292s, input_fired_time: 0.2496039122, output_fired_time: 0.0000000000, propagate_forward_time: 14.7335453033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6458292007
validation[          , genome  7123] predictions:    9774/  10000 (97.74%), best:    9818/10000 (98.18%), error:       786.64349, best error:       618.73761 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 196.3912811279s, input_fired_time: 1.9306163788, output_fired_time: 1.6999913454, propagate_forward_time: 74.4821701050, propagate_backward_time: 114.6531906128, weight_update_time: 0.2265888155, other_time: 3.6253051758
epoch time: 15.6388158798s, input_fired_time: 0.2513630688, output_fired_time: 0.0000000000, propagate_forward_time: 14.7518157959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6356372833
validation[          , genome  7123] predictions:    9754/  10000 (97.54%), best:    9818/10000 (98.18%), error:       864.64807, best error:       618.73761 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 195.3960266113s, input_fired_time: 1.9527387619, output_fired_time: 1.6965839863, propagate_forward_time: 74.0727005005, propagate_backward_time: 113.9682159424, weight_update_time: 0.2307196110, other_time: 3.7057876587
epoch time: 15.5117454529s, input_fired_time: 0.2518939972, output_fired_time: 0.0000000000, propagate_forward_time: 14.6292715073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6305799484
validation[          , genome  7123] predictions:    9771/  10000 (97.71%), best:    9818/10000 (98.18%), error:       796.58716, best error:       618.73761 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 194.5340423584s, input_fired_time: 1.9274034500, output_fired_time: 1.6837440729, propagate_forward_time: 73.9172286987, propagate_backward_time: 113.3416671753, weight_update_time: 0.2280652225, other_time: 3.6640014648
epoch time: 15.7550992966s, input_fired_time: 0.2501777112, output_fired_time: 0.0000000000, propagate_forward_time: 14.8792390823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6256828308
validation[          , genome  7123] predictions:    9798/  10000 (97.98%), best:    9818/10000 (98.18%), error:       701.26617, best error:       618.73761 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 195.6451568604s, input_fired_time: 1.9610469341, output_fired_time: 1.7102490664, propagate_forward_time: 74.3877182007, propagate_backward_time: 113.8971633911, weight_update_time: 0.2354841828, other_time: 3.6889801025
epoch time: 15.6721010208s, input_fired_time: 0.2440237850, output_fired_time: 0.0000000000, propagate_forward_time: 14.8063697815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217079163
validation[          , genome  7123] predictions:    9832/  10000 (98.32%), best:    9818/10000 (98.18%), error:       630.36914, best error:       618.73761 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 193.0874328613s, input_fired_time: 1.9538754225, output_fired_time: 1.6695291996, propagate_forward_time: 73.3483886719, propagate_backward_time: 112.3739471436, weight_update_time: 0.2324663848, other_time: 3.7416992188
epoch time: 15.6842813492s, input_fired_time: 0.2430671901, output_fired_time: 0.0000000000, propagate_forward_time: 14.8307971954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6104173660
validation[          , genome  7123] predictions:    9817/  10000 (98.17%), best:    9818/10000 (98.18%), error:       670.65979, best error:       618.73761 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 195.9968261719s, input_fired_time: 1.9631773233, output_fired_time: 1.7285131216, propagate_forward_time: 74.4808044434, propagate_backward_time: 114.1684722900, weight_update_time: 0.2357954383, other_time: 3.6558532715
epoch time: 15.5804891586s, input_fired_time: 0.2562881708, output_fired_time: 0.0000000000, propagate_forward_time: 14.6956472397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6285533905
validation[          , genome  7123] predictions:    9790/  10000 (97.90%), best:    9818/10000 (98.18%), error:       734.57990, best error:       618.73761 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 196.2879638672s, input_fired_time: 1.9450881481, output_fired_time: 1.7091199160, propagate_forward_time: 74.5729370117, propagate_backward_time: 114.4124298096, weight_update_time: 0.2342268378, other_time: 3.6483917236
epoch time: 15.5924797058s, input_fired_time: 0.2474686056, output_fired_time: 0.0000000000, propagate_forward_time: 14.7205257416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6244850159
validation[          , genome  7123] predictions:    9753/  10000 (97.53%), best:    9818/10000 (98.18%), error:       824.49615, best error:       618.73761 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 195.9323577881s, input_fired_time: 1.9326305389, output_fired_time: 1.7196924686, propagate_forward_time: 74.4682388306, propagate_backward_time: 114.1930618286, weight_update_time: 0.2404751778, other_time: 3.6187286377
epoch time: 15.6121282578s, input_fired_time: 0.2451107949, output_fired_time: 0.0000000000, propagate_forward_time: 14.7437219620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232957840
validation[          , genome  7123] predictions:    9774/  10000 (97.74%), best:    9818/10000 (98.18%), error:       794.06134, best error:       618.73761 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 194.1673278809s, input_fired_time: 1.9463136196, output_fired_time: 1.6930353642, propagate_forward_time: 73.7584686279, propagate_backward_time: 113.0837173462, weight_update_time: 0.2303288728, other_time: 3.6857833862
epoch time: 16.1448078156s, input_fired_time: 0.2694056630, output_fired_time: 0.0000000000, propagate_forward_time: 15.2110929489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643095016
validation[          , genome  7123] predictions:    9820/  10000 (98.20%), best:    9818/10000 (98.18%), error:       659.96210, best error:       618.73761 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 196.1437988281s, input_fired_time: 1.9401140213, output_fired_time: 1.7005671263, propagate_forward_time: 74.5690231323, propagate_backward_time: 114.2581710815, weight_update_time: 0.2471102476, other_time: 3.6759338379
epoch time: 15.9654302597s, input_fired_time: 0.2510574460, output_fired_time: 0.0000000000, propagate_forward_time: 15.0920600891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6223125458
validation[          , genome  7123] predictions:    9739/  10000 (97.39%), best:    9818/10000 (98.18%), error:       855.59161, best error:       618.73761 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 194.2532501221s, input_fired_time: 1.9730759859, output_fired_time: 1.6930896044, propagate_forward_time: 73.7329559326, propagate_backward_time: 113.1541137695, weight_update_time: 0.2319307029, other_time: 3.7000122070
epoch time: 15.6182241440s, input_fired_time: 0.2482148707, output_fired_time: 0.0000000000, propagate_forward_time: 14.7310571671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6389522552
validation[          , genome  7123] predictions:    9817/  10000 (98.17%), best:    9818/10000 (98.18%), error:       687.94067, best error:       618.73761 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 195.5628509521s, input_fired_time: 1.9583091736, output_fired_time: 1.6992728710, propagate_forward_time: 74.1533584595, propagate_backward_time: 114.0384979248, weight_update_time: 0.2313287705, other_time: 3.7134017944
epoch time: 15.6568040848s, input_fired_time: 0.2514584363, output_fired_time: 0.0000000000, propagate_forward_time: 14.7735958099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6317501068
validation[          , genome  7123] predictions:    9768/  10000 (97.68%), best:    9818/10000 (98.18%), error:       749.12683, best error:       618.73761 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 194.0138702393s, input_fired_time: 1.9565657377, output_fired_time: 1.6608406305, propagate_forward_time: 73.7056961060, propagate_backward_time: 112.9779205322, weight_update_time: 0.2308418751, other_time: 3.7128524780
epoch time: 15.8919982910s, input_fired_time: 0.2471105307, output_fired_time: 0.0000000000, propagate_forward_time: 15.0111112595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6337766647
validation[          , genome  7123] predictions:    9796/  10000 (97.96%), best:    9818/10000 (98.18%), error:       722.78265, best error:       618.73761 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 194.5747833252s, input_fired_time: 1.9833118916, output_fired_time: 1.6967276335, propagate_forward_time: 73.8044128418, propagate_backward_time: 113.3424758911, weight_update_time: 0.2332463562, other_time: 3.7478561401
epoch time: 15.6312065125s, input_fired_time: 0.2487169504, output_fired_time: 0.0000000000, propagate_forward_time: 14.7591800690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6233091354
validation[          , genome  7123] predictions:    9815/  10000 (98.15%), best:    9818/10000 (98.18%), error:       689.37976, best error:       618.73761 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 194.7987213135s, input_fired_time: 1.9607220888, output_fired_time: 1.6838983297, propagate_forward_time: 73.8426055908, propagate_backward_time: 113.5804672241, weight_update_time: 0.2305259407, other_time: 3.7310256958
epoch time: 15.6975221634s, input_fired_time: 0.2508713901, output_fired_time: 0.0000000000, propagate_forward_time: 14.8230514526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6235990524
validation[          , genome  7123] predictions:    9813/  10000 (98.13%), best:    9818/10000 (98.18%), error:       684.70343, best error:       618.73761 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 195.9949493408s, input_fired_time: 1.9854731560, output_fired_time: 1.7156574726, propagate_forward_time: 74.3289413452, propagate_backward_time: 114.3029632568, weight_update_time: 0.2280837148, other_time: 3.6619186401
epoch time: 15.6615114212s, input_fired_time: 0.2582148612, output_fired_time: 0.0000000000, propagate_forward_time: 14.7678451538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6354513168
validation[          , genome  7123] predictions:    9820/  10000 (98.20%), best:    9818/10000 (98.18%), error:       644.49597, best error:       618.73761 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 193.2310333252s, input_fired_time: 1.9682306051, output_fired_time: 1.6626725197, propagate_forward_time: 73.2911987305, propagate_backward_time: 112.6073303223, weight_update_time: 0.2369432598, other_time: 3.7015991211
epoch time: 15.5979013443s, input_fired_time: 0.2528703213, output_fired_time: 0.0000000000, propagate_forward_time: 14.7026948929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6423358917
validation[          , genome  7123] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       710.42975, best error:       618.73761 on epoch:    59, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 79.3705749512s, input_fired_time: 1.2440228462, output_fired_time: 0.0000000000, propagate_forward_time: 74.7760696411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3504791260
best training[          , genome  7123] predictions:   49810/  50000 (99.62%), best:    9818/10000 (98.18%), error:       948.22961, best error:       618.73761 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 16.2180900574s, input_fired_time: 0.2449338287, output_fired_time: 0.0000000000, propagate_forward_time: 15.3352985382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378574371
   testing[          , genome  7123] predictions:    9830/  10000 (98.30%), best:    9818/10000 (98.18%), error:       545.32257, best error:       618.73761 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:27:16 (5880): called boinc_finish(0)

</stderr_txt>
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